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3D reconstruction with uncalibrated cameras using the six-line conic variety

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Carballeira, Pablo and Ronda Prieto, José Ignacio and Valdés Morales, Antonio (2008) 3D reconstruction with uncalibrated cameras using the six-line conic variety. 2008 IEEE international conference on image processing, proceedings . pp. 205-208. ISSN 1522-4880

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Official URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4711727


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Abstract

We present new algorithms for the recovery of the Euclidean structure from a projective calibration of a set of cameras with square pixels but otherwise arbitrarily varying intrinsic and extrinsic parameters. Our results, based on a novel geometric approach, include a closed-form solution for the case of three cameras and two known vanishing points and an efficient one-dimensional search algorithm for the case of four cameras and one known vanishing point. In addition, an algorithm for a reliable automatic detection of vanishing points on the images is presented. These techniques fit in a 3D reconstruction scheme oriented to urban scenes reconstruction. The satisfactory performance of the techniques is demonstrated with tests on synthetic and real data.


Item Type:Article
Additional Information:

15th IEEE International Conference on Image Processing (ICIP 2008), OCT 12-15, 2008, San Diego, CA

Uncontrolled Keywords:3D reconstruction; autocalibration; absolute conic; isotropic line; vanishing point; projective geometry
Subjects:Sciences > Computer science > Artificial intelligence
ID Code:20246
Deposited On:05 Mar 2013 10:18
Last Modified:12 Dec 2018 15:13

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